AI FOR PROFESSIONAL SERVICES DELIVERY
AI FOR PROFESSIONAL SERVICES DELIVERY
From RFP to UAT, Ferris’s AI agents accelerate professional services sales and delivery.
Untether your growth from headcount.
From RFP to UAT, Ferris’s AI agents accelerate professional services sales and delivery.
Untether your growth from headcount.
Two sprints left in the Design Phase — and three requirement conflicts that need resolution before we can generate the BRD & UAT.
Two sprints left in the Design Phase — and three requirement conflicts that need resolution before we can generate the BRD & UAT.
Two sprints left in the Design Phase — and three requirement conflicts that need resolution before we can generate the BRD & UAT.
Watch Demo
Hidden Margin Leaks
Your team isn't struggling because they lack talent. They're struggling because of fragmented notes, misaligned SOWs, and manual documentation are silently eroding your project margins.
Your team isn't struggling because they lack talent. They're struggling because of fragmented notes, misaligned SOWs, and manual documentation are silently eroding your project margins.
Wasted Capacity
Wasted Capacity
Solutions Architects buried in production work.
The average Solutions Architect spends ~600 hours per year trapped in manual documentation instead of billable project work.
Wasted Capacity
Solutions Architects buried in production work.
The average Solutions Architect spends ~600 hours per year trapped in manual documentation instead of billable project work.
Tools Overload
Requirements fragmented across tools.
Delivery teams juggle notes across Zoom, email, Slack, SOWs, and Jira, virtually guaranteeing that critical context gets lost in the noise.
Tools Overload
Requirements fragmented across tools.
Delivery teams juggle notes across Zoom, email, Slack, SOWs, and Jira, virtually guaranteeing that critical context gets lost in the noise.
Scope Creep
Change orders eroding project margins.
Over 30% of projects require costly mid-flight change orders because contradicting requirements get lost during the sales-to-delivery handoff.
Scope Creep
Change orders eroding project margins.
Over 30% of projects require costly mid-flight change orders because contradicting requirements get lost during the sales-to-delivery handoff.
Fatal Errors
Fatal Errors
Decisions that contradict each other.
A single requirement that contradicts another across different documents can easily result in a six-figure change order you never saw coming.
Fatal Errors
Decisions that contradict each other.
A single requirement that contradicts another across different documents can easily result in a six-figure change order you never saw coming.
Context Loss
Sales handoffs that destroy context.
Your delivery team is constantly forced to re-discover and re-write the exact same requirements the sales team already discussed weeks ago.
Context Loss
Sales handoffs that destroy context.
Your delivery team is constantly forced to re-discover and re-write the exact same requirements the sales team already discussed weeks ago.
Scaling Ceiling
Agency growth gated by headcount.
To take on more enterprise clients right now, your only option is to hire more expensive technical talent just to handle the paperwork.
Scaling Ceiling
Agency growth gated by headcount.
To take on more enterprise clients right now, your only option is to hire more expensive technical talent just to handle the paperwork.
How Ferris AI Works
Unlike generic AI tools, Ferris AI is the AI system for professional services. It understands project lifecycles — connecting what’s said in meetings to what’s written in SOWs to what’s tested in UAT. Every agent is trained on your templates, your workflows, and your standards.
Unlike generic AI tools, Ferris AI is the AI system for professional services. It understands project lifecycles — connecting what’s said in meetings to what’s written in SOWs to what’s tested in UAT. Every agent is trained on your templates, your workflows, and your standards.
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Step 1: Integrate
Connect your existing tech stack. Ferris AI securely ingests your meeting transcripts, SOWs, and custom templates without changing how you work.
Connect your existing tech stack. Ferris AI securely ingests your meeting transcripts, SOWs, and custom templates without changing how you work.
Step 2: Resolve
Turn validated requirements into perfectly formatted BRDs, sprint plans, and test scripts in seconds. Client-ready and built to your exact standards.
Turn validated requirements into perfectly formatted BRDs, sprint plans, and test scripts in seconds. Client-ready and built to your exact standards.
Step 3: Generate
Turn validated requirements into perfectly formatted BRDs, sprint plans, and test scripts in seconds. Client-ready and built to your exact standards.
Turn validated requirements into perfectly formatted BRDs, sprint plans, and test scripts in seconds. Client-ready and built to your exact standards.
How Ferris AI Can Help
Ferris AI is your single-source of truth across every project, ingesting unstructured meetings, docs, and email threads so nothing gets lost, conflicts get surfaced, and clients stay aligned. No more missed requirements or change orders.
Ferris AI is your single-source of truth across every project, ingesting unstructured meetings, docs, and email threads so nothing gets lost, conflicts get surfaced, and clients stay aligned. No more missed requirements or change orders.
Adobe Commerce
Agent Core
AutoGen
AWS Architecture (VPCs, Lambda, ECS)
AWS Cloud Migration
CrewAI
Cursor
Cloud Code
Gumloop
Hubspot CRM
HubSpot Marketing Hub
LangGraph/LangChain
Make
Microsoft Azure Cloud Modernization
Microsoft Dynamics 365
Microsoft Power Platform
n8n
Oracle Cloud ERP
Oracle Cloud Infrastructure (OCI)
Oracle Database Modernization
Qualtrics Customer Experience (CX)
Qualtrics Employee Experience (EX)
Salesforce Agentforce
Salesforce Commerce Cloud
Salesforce CPQ
Salesforce CRM
Salesforce Marketing Cloud
SAP S/4HANA
SAP Supply Chain
ServiceNow App Engine
ServiceNow HRSD
ServiceNow ITOM
ServiceNow ITSM
Shopify Plus
Workday Financial Management
Workday HCM
Ferris acts as a single source of truth, getting the right people, the right context at the right time, catching issues early so they don't result in change orders.
Ferris acts as a single source of truth, getting the right people, the right context at the right time, catching issues early so they don't result in change orders.
Generate any deliverable, adapted to your businesses style and form with AI. The average solutions architect spends 400-600 hours trapped doing manual documentation per year. Ferris changes that.
Generate any deliverable, adapted to your businesses style and form with AI. The average solutions architect spends 400-600 hours trapped doing manual documentation per year. Ferris changes that.
Ferris helps you build and deploy AI agents across any orchestration platform automatically.
Ferris helps you build and deploy AI agents across any orchestration platform automatically.
Ferris helps you build and deploy AI agents across any orchestration platform automatically.
→
Opportunity Tracking Agent
Opportunity Tracking Agent
Opportunity Tracking Agent
RFP/RFI Response Agent
RFP/RFI Response Agent
RFP/RFI Response Agent
Client Deliverables Agent
Client Deliverables Agent
Client Deliverables Agent
SOW Agent
SOW Agent
SOW Agent
Effort Estimate Agent
Effort Estimate Agent
Effort Estimate Agent
Sales-to-Delivery Handoff Agent
Sales-to-Delivery Handoff Agent
Sales-to-Delivery Handoff Agent
→
Requirements Gathering Agent
Requirements Gathering Agent
Requirements Gathering Agent
Requirements Conflict Agent
Requirements Conflict Agent
Requirements Conflict Agent
UAT Agent
UAT Agent
UAT Agent
Change Management & Client Education Agent
Change Management & Client Education Agent
Change Management & Client Education Agent
→
Client Portal
Client Portal
Client Portal
→
PMO Agents
PMO Agents
PMO Agents
PSA Agent
PSA Agent
PSA Agent
Meeting note taker
Our Features
Ferris’ AI agents lets your team do more of the work they want to do and less of the work they don’t.
You close deals. Ferris writes the SOW before you leave the Zoom.
Meeting Capture — Walk out of discovery with notes already organized
RFP Response — Response in minutes not days. No siloed RFP software and static QA templates
SOW Generation — First draft ready while the conversation’s still fresh
Slide Decks — Proposals in your templates, not blank slides at 10pm
Deal History — Pull pricing and scope from similar wins in seconds
You design the solution. Ferris hands you everything sales learned—not 10 hours of sales calls.
Full context, Day One — Every requirement, every stakeholder concern, every constraint
BRDs that Don't Need Rewrites — Generated from actual conversations, not memory
Technical Specs — Detailed enough that engineers stop asking clarifying questions
Traceability — "Where did this requirement come from?" Answer in one click.
You're the expert they need. Ferris handles the deliverables they expect.
Conflict Alerts — Misalignment surfaces before it becomes a meeting
BRDs, SOWs, Test Scripts — First drafts in minutes. Not your Sunday.
Risk Flags — "Similar projects hit change orders at Week 6. Watch for X."
Your Standards, with Every Deliverable — Best practices built-in, no need to re-invent the wheel.
Build what the client actually wants, the first time. Ferris turns scattered requirements into agent specs—so you're orchestrating logic, not decoding emails.
Specs You Can Use — Not docs full of "TBD" and vague feature requests
Client Context on Command — Case studies, user stories, and the "why" behind every feature.
Software-aware Design — Ferris knows ERP, CRM, CX, and cloud infrastructure. Your design docs reflect what's actually possible, not hypotheticals.
No Platform Lock-In — Deploy agents to LangGraph, N8n, Agent Core, wherever
Ferris AI's Seamless Integrations
Ferris AI securely layers over your current workflow. No ripping out systems, no painful migrations, and no learning curves—just instant context across your favorite apps.
Ferris AI securely layers over your current workflow. No ripping out systems, no painful migrations, and no learning curves—just instant context across your favorite apps.
Raghav K.
Implementation Manager
Raghav K.
Implementation Manager
“Ferris flagged an issue that would have blown up post-launch. Two items looked separate in a test script but were actually one—and the client’s entire cash-to-pay depended on it. That’s a six-figure change order we never had to write.
Raghav K.
Implementation Manager
ROI with Ferris AI
Stop burning weeks on manual requirements and start delivering client-ready environments in days. Free up 600 hours per Architect and increase your per-person capacity from 3 projects to 15.
Stop burning weeks on manual requirements and start delivering client-ready environments in days. Free up 600 hours per Architect and increase your per-person capacity from 3 projects to 15.
400–600 hours wasted on manual docs per SA
3 to 4 weeks to deliver initial configurations
30%+ change order rate eroding project margins
SAs max out at 3 concurrent client projects
Scaling requires constantly hiring more headcount
Documentation takes <15% of SA time
First configured environments in 3–5 days
<10% change orders, boosting margins to 60%
SAs comfortably manage up to 15 clients
Scale to 5x output with your existing team
Ferris AI vs. Generic LLMs
Generic models are great for drafting emails, but they fail at complex enterprise delivery. Here is why you need a purpose-built agentic workflow.
Generic models are great for drafting emails, but they fail at complex enterprise delivery. Here is why you need a purpose-built agentic workflow.
Hallucinates facts and invents missing project requirements.
Loses critical context across long documents and meeting threads.
Blind to contradictions between different SOWs and technical specs.
Ignores formatting, producing generic "AI-sounding" text.
Data privacy risks with zero native workflow automation.
100% grounded outputs tied directly to your source data.
Maintains perfect context from the first sales call to go-live.
Conflict engine flags contradictions before the client ever signs.
Enterprise-grade security with deployable agent workflows.
Scale to 5x output with your existing team
Ferris AI's Zero-Risk Pilot
We don't expect blind trust. Export a single file from your PSA or utilization tracker, and we’ll show you exactly how much AI can accelerate your margins. If Ferris doesn't save your team hundreds of hours during your live pilot, you don't pay.
We don't expect blind trust. Export a single file from your PSA or utilization tracker, and we’ll show you exactly how much AI can accelerate your margins. If Ferris doesn't save your team hundreds of hours during your live pilot, you don't pay.
01
Custom Acceleration Report
Days 1-3
Share a single export of your past project PSA data. We analyze your historical workflow and deliver a custom report projecting exactly how many hours and margin points Ferris will save your agency.
01
Assessment
Days 1-3
Share a single export of your past project PSA data. We analyze your historical workflow and deliver a custom report projecting exactly how many hours and margin points Ferris will save your agency.
02
Immediate Results
Week 1
Put our projections to the test. We deploy Ferris to immediately accelerate active project work. You'll see Ferris handle your team's actual, messy workflow and produce client-ready deliverables before week two.
03
Fully Refundable
Week 4
Your pilot investment rolls directly into your annual license if you proceed—or it is fully refunded if you don't. Zero downside in week 4.
Zero-Risk Pilot
We don't guess. On a brief intro call, we’ll show you how to securely export your past project data. Then, we’ll deliver a custom report proving exactly how many hours and margin points Ferris will save your team.
Zero-Risk Pilot
We don't guess. On a brief intro call, we’ll show you how to securely export your past project data. Then, we’ll deliver a custom report proving exactly how many hours and margin points Ferris will save your team.
Zero-Risk Pilot
We don't guess. On a brief intro call, we’ll show you how to securely export your past project data. Then, we’ll deliver a custom report proving exactly how many hours and margin points Ferris will save your team.
FAQ
Explore common answers about Ferris, our AI workflows, data security, and what makes us enterprise-ready. Have a specific technical question? Bring it to your demo.
What types of firms is Ferris AI built for?
Ferris is purpose-built for Professional Services, Systems Integrators (SIs), IT Consultancies, and Enterprise Development agencies. If your business model relies on turning complex client conversations into SOWs, BRDs, and technical requirements to deliver software or services, Ferris is built for you.
How is Ferris different from ChatGPT, Claude, or Copilot?
Generic LLMs are built for drafting emails and basic brainstorming; they hallucinate facts, lose context over long timelines, and ignore your specific formatting. Ferris uses deterministic AI workflows. It features a built-in conflict detection engine, cites exactly where requirements came from, and generates artifacts formatted perfectly to your specific enterprise templates.
How do you handle data security and client privacy?
Security is our baseline. Ferris operates on enterprise-grade infrastructure. We do not use your proprietary project data, client transcripts, or intellectual property to train public foundational models. Your data remains siloed, secure, and fully compliant with enterprise privacy standards.
Will Ferris work with our specific SOW and BRD templates?
Yes. We don't force you to use generic, off-the-shelf templates. During your onboarding, Ferris ingests your best-in-class SOWs, technical specs, and slide decks. The AI agents are explicitly trained to output requirements using your exact branding, structure, and technical terminology.
What tools does Ferris integrate with?
Ferris acts as a seamless layer over your existing stack. We natively integrate with where your conversations happen (Zoom, Teams, Slack, Gong, email) and where your work gets managed (Jira, Salesforce, Notion, HubSpot, Confluence, Google Workspace).
How do I know the AI isn't making things up?
Ferris is designed to eliminate hallucinations. Every requirement, constraint, and deliverable generated by Ferris is directly cited back to the source material (e.g., "Sourced from: Kickoff Call Transcript, 14:02"). Furthermore, our Project Health Monitor actively flags ambiguities and contradictions so a human can verify them before the SOW is signed.
What do you mean by "Deploy Agents"?
Ferris goes beyond just writing Word docs. Because Ferris captures highly structured technical requirements, it can translate those requirements directly into code and automation workflows. You can prompt Ferris to generate fully functional n8n, LangGraph, or Gumloop agents that your developers can instantly review and deploy.
Will this replace my Solutions Architects or Business Analysts?
No. Ferris is an enablement tool, not a replacement tool. Currently, you are paying $200/hr technical talent to do $50/hr administrative data entry. Ferris removes the administrative burden, allowing your existing team to handle 5x more concurrent projects, manage client relationships, and focus on high-level architecture.
How long does it take to see ROI?
Unlike massive enterprise software deployments that take months to configure, Ferris is designed for rapid time-to-value. Your first configured environment is typically ready in 3 to 5 days. Teams running active projects through Ferris see client-ready deliverables and time-savings in Week 1.
How does the Zero-Risk Pilot work?
We don't expect you to trust us blindly; we want to prove it on your actual data. Our 4-week pilot allows your team to run 1 to 2 real, active projects through Ferris. If you do not see a dramatic reduction in documentation time and a clear path to higher margins, your pilot investment is fully refunded. Zero downside.
FAQ
Explore common answers about Ferris, our AI workflows, data security, and what makes us enterprise-ready. Have a specific technical question? Bring it to your demo.
What types of firms is Ferris AI built for?
Ferris is purpose-built for Professional Services, Systems Integrators (SIs), IT Consultancies, and Enterprise Development agencies. If your business model relies on turning complex client conversations into SOWs, BRDs, and technical requirements to deliver software or services, Ferris is built for you.
How is Ferris different from ChatGPT, Claude, or Copilot?
Generic LLMs are built for drafting emails and basic brainstorming; they hallucinate facts, lose context over long timelines, and ignore your specific formatting. Ferris uses deterministic AI workflows. It features a built-in conflict detection engine, cites exactly where requirements came from, and generates artifacts formatted perfectly to your specific enterprise templates.
How do you handle data security and client privacy?
Security is our baseline. Ferris operates on enterprise-grade infrastructure. We do not use your proprietary project data, client transcripts, or intellectual property to train public foundational models. Your data remains siloed, secure, and fully compliant with enterprise privacy standards.
Will Ferris work with our specific SOW and BRD templates?
Yes. We don't force you to use generic, off-the-shelf templates. During your onboarding, Ferris ingests your best-in-class SOWs, technical specs, and slide decks. The AI agents are explicitly trained to output requirements using your exact branding, structure, and technical terminology.
What tools does Ferris integrate with?
Ferris acts as a seamless layer over your existing stack. We natively integrate with where your conversations happen (Zoom, Teams, Slack, Gong, email) and where your work gets managed (Jira, Salesforce, Notion, HubSpot, Confluence, Google Workspace).
How do I know the AI isn't making things up?
Ferris is designed to eliminate hallucinations. Every requirement, constraint, and deliverable generated by Ferris is directly cited back to the source material (e.g., "Sourced from: Kickoff Call Transcript, 14:02"). Furthermore, our Project Health Monitor actively flags ambiguities and contradictions so a human can verify them before the SOW is signed.
What do you mean by "Deploy Agents"?
Ferris goes beyond just writing Word docs. Because Ferris captures highly structured technical requirements, it can translate those requirements directly into code and automation workflows. You can prompt Ferris to generate fully functional n8n, LangGraph, or Gumloop agents that your developers can instantly review and deploy.
Will this replace my Solutions Architects or Business Analysts?
No. Ferris is an enablement tool, not a replacement tool. Currently, you are paying $200/hr technical talent to do $50/hr administrative data entry. Ferris removes the administrative burden, allowing your existing team to handle 5x more concurrent projects, manage client relationships, and focus on high-level architecture.
How long does it take to see ROI?
Unlike massive enterprise software deployments that take months to configure, Ferris is designed for rapid time-to-value. Your first configured environment is typically ready in 3 to 5 days. Teams running active projects through Ferris see client-ready deliverables and time-savings in Week 1.
How does the Zero-Risk Pilot work?
We don't expect you to trust us blindly; we want to prove it on your actual data. Our 4-week pilot allows your team to run 1 to 2 real, active projects through Ferris. If you do not see a dramatic reduction in documentation time and a clear path to higher margins, your pilot investment is fully refunded. Zero downside.
FAQ
Explore common answers about Ferris, our AI workflows, data security, and what makes us enterprise-ready. Have a specific technical question? Bring it to your demo.
What types of firms is Ferris AI built for?
Ferris is purpose-built for Professional Services, Systems Integrators (SIs), IT Consultancies, and Enterprise Development agencies. If your business model relies on turning complex client conversations into SOWs, BRDs, and technical requirements to deliver software or services, Ferris is built for you.
How is Ferris different from ChatGPT, Claude, or Copilot?
Generic LLMs are built for drafting emails and basic brainstorming; they hallucinate facts, lose context over long timelines, and ignore your specific formatting. Ferris uses deterministic AI workflows. It features a built-in conflict detection engine, cites exactly where requirements came from, and generates artifacts formatted perfectly to your specific enterprise templates.
How do you handle data security and client privacy?
Security is our baseline. Ferris operates on enterprise-grade infrastructure. We do not use your proprietary project data, client transcripts, or intellectual property to train public foundational models. Your data remains siloed, secure, and fully compliant with enterprise privacy standards.
Will Ferris work with our specific SOW and BRD templates?
Yes. We don't force you to use generic, off-the-shelf templates. During your onboarding, Ferris ingests your best-in-class SOWs, technical specs, and slide decks. The AI agents are explicitly trained to output requirements using your exact branding, structure, and technical terminology.
What tools does Ferris integrate with?
Ferris acts as a seamless layer over your existing stack. We natively integrate with where your conversations happen (Zoom, Teams, Slack, Gong, email) and where your work gets managed (Jira, Salesforce, Notion, HubSpot, Confluence, Google Workspace).
How do I know the AI isn't making things up?
Ferris is designed to eliminate hallucinations. Every requirement, constraint, and deliverable generated by Ferris is directly cited back to the source material (e.g., "Sourced from: Kickoff Call Transcript, 14:02"). Furthermore, our Project Health Monitor actively flags ambiguities and contradictions so a human can verify them before the SOW is signed.
What do you mean by "Deploy Agents"?
Ferris goes beyond just writing Word docs. Because Ferris captures highly structured technical requirements, it can translate those requirements directly into code and automation workflows. You can prompt Ferris to generate fully functional n8n, LangGraph, or Gumloop agents that your developers can instantly review and deploy.
Will this replace my Solutions Architects or Business Analysts?
No. Ferris is an enablement tool, not a replacement tool. Currently, you are paying $200/hr technical talent to do $50/hr administrative data entry. Ferris removes the administrative burden, allowing your existing team to handle 5x more concurrent projects, manage client relationships, and focus on high-level architecture.
How long does it take to see ROI?
Unlike massive enterprise software deployments that take months to configure, Ferris is designed for rapid time-to-value. Your first configured environment is typically ready in 3 to 5 days. Teams running active projects through Ferris see client-ready deliverables and time-savings in Week 1.
How does the Zero-Risk Pilot work?
We don't expect you to trust us blindly; we want to prove it on your actual data. Our 4-week pilot allows your team to run 1 to 2 real, active projects through Ferris. If you do not see a dramatic reduction in documentation time and a clear path to higher margins, your pilot investment is fully refunded. Zero downside.
Ferris AI's Proven Impact
Trusted by the teams delivering complex projects.
See how top Solutions Architects and Project Managers use Ferris AI to automate documentation, catch scope gaps early, and ship more projects with the exact same team.
"Ferris flagged an issue that would have blown up post-launch. Two items looked separate in a test script but were actually one—and the client's entire cash-to-pay depended on it. That's a six-figure change order we never had to write."
Raghav K.
Implementation Engineer
"Ferris caught misalignments we would have found in UAT—or worse, after go-live. Survey options that got missed, requirements that contradicted each other across calls. It surfaces conflicts early so we fix them in a conversation, not a change order."
Molly S.
Solution Architect
"Delivery used to start with 'what did sales actually promise?' Now they inherit everything—every requirement, every constraint, every stakeholder concern. Ferris eliminated the handoff tax and that's what got us to launch on time."
Daniel B.
Senior Project Manager
"Ferris flagged an issue that would have blown up post-launch. Two items looked separate in a test script but were actually one—and the client's entire cash-to-pay depended on it. That's a six-figure change order we never had to write."
Raghav K.
Implementation Engineer
"Ferris flagged an issue that would have blown up post-launch. Two items looked separate in a test script but were actually one—and the client's entire cash-to-pay depended on it. That's a six-figure change order we never had to write."
Raghav K.
Implementation Engineer
"Ferris caught misalignments we would have found in UAT—or worse, after go-live. Survey options that got missed, requirements that contradicted each other across calls. It surfaces conflicts early so we fix them in a conversation, not a change order."
Molly S.
Solution Architect
"We used to leave discovery calls with a pile of notes and spend days turning them into something useful. Now Ferris gives us a first-draft SOW before the next meeting. We're closing faster because we're not losing momentum to documentation."
John M.
Director of Global Support
"I stopped spending my week reformatting documents and chasing context across email threads. Ferris handles the deliverables; I handle the client. That's the job I actually want to do."
Jennifer
Developer
"We went from requirements to a working n8n agent in an afternoon. No translating vague feature requests into specs, no back-and-forth with stakeholders about what they actually meant. Ferris generated the workflow logic directly from the captured requirements—I just reviewed and deployed."
Marcus C.
Developer
"We used to leave discovery calls with a pile of notes and spend days turning them into something useful. Now Ferris gives us a first-draft SOW before the next meeting. We're closing faster because we're not losing momentum to documentation."
John M.
Director of Global Support
"We used to leave discovery calls with a pile of notes and spend days turning them into something useful. Now Ferris gives us a first-draft SOW before the next meeting. We're closing faster because we're not losing momentum to documentation."
John M.
Director of Global Support
"I stopped spending my week reformatting documents and chasing context across email threads. Ferris handles the deliverables; I handle the client. That's the job I actually want to do."
Jennifer
Developer