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You are a high-touch professional services firm interested in AI

Scale your expertise without compromising your trusted-advisor value

Your staff are at 150% capacity. Your institutional knowledge lives in individuals' heads. Your growth is capped by how many hours your team has. We turn your firm's expertise into firm-wide capability — and entirely new revenue streams your competitors can't replicate.

Don't take our word for it, see what our clients say

We're honoured by the feedback, and it fuels our commitment to delivering exceptional services. Read the reviews to hear first-hand about our service.

As a consulting firm, we knew our approach to AI would be critical to our future success, but as a partner to hundreds of clients the fundamental trusted-advisor-relationship must continue to define our value proposition. Aggregate Intellect brought exactly the right balance of technical rigor and business practicality. We’re now rolling out AI capabilities in waves across different teams, giving us the consistency and strategic direction we needed while positioning Meridian as an AI-enabled leader in our space.

Ryan Harvey

Managing Partner, MCP

We engaged Amir and his team when we had a prototype of our gen ai product. Our goal was to increase the reliability and generalizability of our product to ingest a larger breadth of Canadian immigration law documents. They helped us navigate advanced AI techniques and strategies to organize and modularize our software to add new features without compromising the existing ones. Their domain expertise, effort, and clarity of communication enabled us to scale our immigration law chatbot from handling hundred documents to several thousands, and growing confidently.

Josh Schachnow

CEO, Visto AI

We engaged Aggregate Intellect to help unblock significant technical challenges across two distinct AI initiatives - a deep learning detection challenge and a transformative Generative AI project. The team’s combination of great listening skills and broad problem-solving expertise helped us achieve meaningful performance improvements, both cost and time efficiently. Their ability to rapidly understand our needs and match the right solution to each unique problem proved invaluable for our success.

Matt Van Itallie

CEO, Sema

We eat our own dog food: 80% of our internal operations are run by AI agents we built.

Our team shrunk while revenue grew 8x - we practice what we preach.

8xRevenue growthwith 80% fewer full-time staff
50+AI projects deliveredacross enterprises, startups, and brick & mortar
6,000+Practitioners and AI-trained buildersin our community
10 yearsBuilding and deploying AI in productionbefore it was a trend

The KnowledgeOps Maturity Journey

Five stages from knowledge chaos to product innovation. Where are you?

1Individual ExperimentationPeople exploring AI tools on their own, no coordination or governance.
2Standardization & GovernanceShared tools, common workflows, and basic guardrails established.
3Firm-wide EnablementAI capability deployed across teams, embedded in daily operations.
4Integrated OperationsAI agents running core workflows autonomously, humans in oversight.
5Product & Service InnovationSystematized knowledge becomes new revenue streams and offerings.

Inside most firms we work with, this is what's happening right now — all at once:

5%AI power users moving too fast — creating compliance and quality risks
95%Drowning in BAU with no bandwidth to adapt
100%At a historical crossroads: lead your market or fall behind it

What is KnowledgeOps?

KnowledgeOps is the operational discipline of turning your firm's institutional knowledge - the expertise in people's heads - into repeatable, scalable systems. Most firms lose 40-60% of their knowledge value to attrition, inconsistency, and bottlenecks. KnowledgeOps is how you stop that.

CaptureExtract expertise from individuals into structured, reusable formats
SystematizeTurn captured knowledge into workflows, agents, and playbooks
DeployEmbed systematized knowledge into daily operations at scale

How do we embed KnowledgeOps in your operating system?

A focused engagement that meets your firm where it is — without disrupting the client work that pays the bills.

01AssessWe help you map where your firm sits on the KnowledgeOps maturity journey and surface the knowledge bottlenecks costing you the most — before touching a single tool.
02StrategizeWe help you design a roadmap grounded in your firm's actual knowledge assets, workflows, and goals — not a generic AI framework applied from the outside.
03BuildWe help you run AI literacy workshops, build prompt libraries your staff will actually use, and deploy agents into your existing tools — with your team, not over their heads.
04ScaleWe help you embed knowledge systems firm-wide and identify the new service offerings your systematized expertise makes possible.

Where Are You on the KnowledgeOps Journey?

Paste this prompt into ChatGPT, Claude, or Gemini to get a personalized assessment of where your firm is and what to do next.

Know where you are? Let's talk about what to do next.

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