Full-stack agent consultancy

AI Integration That Works for Your Business

AI is cool and fast, but disrupting workflows and ignoring existing systems is painful. We specialize in custom fine-tuned agents that meet your employees at their workflow.

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30-minute workflow discovery call · No-obligation roadmap

Most AI rollouts stall due to implementation

Agents supercharge workflows, not complicate work

Companies have rigorous legacy systems, and implementing new agents can be disruptive. We make agents integrated into your existing workflows, so adoption becomes the default.

Traditional AI approach

A verticalized agent tool doesn't account for your existing workflows
New systems are disruptive
Workforce adoption doesn't keep up with the speed of AI advancement
AI can create more room for error if not properly monitored
ROI is hard to measure if adoption is not unified

Full-stack agent approach

Agents execute complete job functions autonomously
Employees approve outputs in the tools they already use
Natural adoption reaches 70-85% within 60 days
40-60% efficiency gains documented across teams
Compliance, audit trails, and trust mechanisms built in

End-to-end delivery

The 6-phase full-stack agent lifecycle

Decades of product, integration, and security expertise compressed into a repeatable framework that moves you from discovery to autonomous operations.

Workflow discovery & opportunity assessment

Shadow employees, decompose job functions, and quantify the inefficiencies worth automating. Deliverable: 90-day roadmap plus ROI modeling.

Agent architecture & integration design

Define autonomous functions, trust mechanisms, approval workflows, and integration blueprints that align with your SaaS ecosystem.

Custom LLM development & fine-tuning

Select the right foundation model, fine-tune on domain data, wire RAG systems, and coordinate multi-agent workflows optimized for cost and accuracy.

Enterprise integration & orchestration

Connect agents across Salesforce, ServiceNow, Microsoft 365, Slack, and legacy systems while orchestrating handoffs between specialized agents.

Security, compliance & governance

Embed SOC2, GDPR, HIPAA, and zero-trust controls from day one with full audit trails, data residency, and least-privilege enforcement.

Employee adoption & continuous optimization

Launch with soft rollouts, collect feedback, track adoption velocity, and iterate on prompts, thresholds, and integrations to expand impact.

Autonomous ready

AI agents give your employees the ability to be as fast as you need them to be.

We design for adoption first: systems employees trust because they explain themselves, escalate intelligently, and operate inside existing tools.

Complete job function automation

Agents don't hand off halfway; they manage intake, decisions, updates, and documentation with human reviews reserved for exceptions.

Customer support: intake → triage → knowledge updates
Claims processing: ingestion → coding → compliance audit
Lead management: capture → qualification → CRM sync

Functions employees trust

Confidence scores, human-in-the-loop approvals, audit trails, and exception routing make every decision explainable and reversible.

Confidence thresholds tied to business rules
Approvals embedded in Slack, email, or native systems
Comprehensive reasoning logs and analytics

Zero-overhead adoption

Interfaces live where work already happens—Slack, Teams, Salesforce, ServiceNow—so teams don't need training or new logins.

Approvals routed in existing messaging channels
System updates via authenticated API integrations
Performance dashboards embedded in current BI tools

Why full-stack agents beat copilots

Aspect Traditional LLM / Copilot Full-stack agent

Scope Assists with single tasks Executes the full job function end-to-end

Employee burden Learn new tool, adopt new workflow No new tools; approvals happen in existing systems

Adoption rate 20-30% after 6 months 70-85% within 60 days

Efficiency gains 10-15% 40-60% with measurable time savings

Compliance Added after rollout SOC2, GDPR, HIPAA built in from design

Trust & explainability Opaque prompts and outputs Confidence scores, reasoning logs, human approvals

ROI timeline 12-18 months—if adoption holds 3-6 months with tracked value realization

Proof on repeat

Case study blueprint we deliver for every client

Each engagement concludes with quantified results, adoption insights, and a roadmap for expansion so you can socialize impact internally.

01 Challenge

Document the workflow bottlenecks and compliance constraints
Capture baseline metrics for time, accuracy, and costs
Highlight previous attempts and lessons learned

02 Discovery

Workflow shadowing and opportunity prioritization
Security and regulatory requirements catalog
90-day agent development roadmap

03 Solution

Agent functions, decision logic, and trust mechanisms
Integration architecture diagrams and data flows
Approval workflows and exception handling playbooks

04 Implementation

Fine-tuning details, orchestration, and rollout strategy
Testing, monitoring, and performance benchmarking
Change management and adoption plan

05 Results & ROI

Before vs. after metrics across time, automation, accuracy
Employee adoption velocity and satisfaction scores
Annualized savings, cost to implement, and payback period

06 Expansion

Next-agent roadmap and maturity milestones
Governance and compliance maintenance plan
Executive summary and customer-ready quote

Ready to see full-stack agents in your workflows?

You will receive a proposal that aligns fully with your business objectives.
Every proposal maps directly to measurable outcomes and success metrics.

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