Turn complexity
into execution.

We connect business objectives to workflows, technology, data and controls, creating the clarity needed to make better transformation decisions and move into execution.

Built by operators who have delivered enterprise systems inside regulated financial institutions.

$20B+
Financial infrastructure supported
10+ years
Enterprise systems delivery
100+ integrations
Data platforms connected

Experience across global banks, private equity platforms, and regulated financial institutions.

Transformation rarely starts as
a technology problem

It starts with disconnected processes, unclear ownership, fragmented data, manual work, or an AI mandate with no operating model behind it.

TodayWith the Blueprint
Manual workBusiness outcome defined first
Disconnected systemsFuture workflow designed end to end
Unclear ownershipAn operating model with named owners
Inconsistent controlsRequirements and controls built in
Technology layered on topPrioritized automation and an execution roadmap

From business problem
to solution

PhaseWhat Outerland doesWhat you get
UnderstandInterviews, workflow analysis, pain points, systems, data, controlsCurrent-state operating model
DesignRedesign process, ownership, handoffs and technologyFuture-state operating model
Prioritize & ProveIdentify AI and automation opportunities, then test the highest-value onesPrioritized opportunities + working proof
BlueprintTranslate decisions into requirements, architecture and sequencingBuild-ready roadmap
ExecuteBuild, integrate and deploy against the Blueprint, then drive adoption until the new model is how the work actually runsThe operating model, in production

Executive outcomes

Increase revenue

Raise throughput on the work that earns. More loans manufactured, more deals closed, more clients onboarded, from the same team and the same cost base.

Integration effort fell 40–60% per transaction, so the same team absorbs more deals a year.

Reduce operating cost

Eliminate manual workflows, duplicate work and unnecessary coordination.

Source-to-pay redesign put $200M of annual third-party spend under management.

Move faster

Shorten cycle times across approvals, integrations, reporting and decision-making.

Post-acquisition assessment cycles fell from 1–3 months to 5–7 days.

Lower operational risk

Build controls, ownership, traceability and governance into the process itself.

Risk review moved ahead of commitment instead of after signature.

What impact
looks like

M&A Integration

1–3 month assessment → 5–7 days

Problem
A wealth management platform had to evaluate operating integration across revenue, payroll, AP/AR, regulatory and GL workflows on every acquisition, and each pass took one to three months.
Blueprint
We mapped how integration assessment actually moved, designed the future-state workflow, then proved it with a working assessment platform used by the integration team on live deals.
Result
Assessment dropped to 5–7 days and advisory effort fell 40–60% per transaction, an estimated $500K–$1M+ annual efficiency gain, with better audit readiness.
Source-to-Pay · Blueprint engagement

$200M of spend brought under management

Problem
A serial acquirer in wealth management inherited a vendor book with every deal. Roughly $200M of annual third-party spend sat outside procurement, contracts renewed silently, and risk was reviewed after signature.
Blueprint
A six-week Outerland Blueprint quantified the opportunity, designed a seven-stage future-state operating model with controls built in, and proved it with a working Front Door: one structured intake for all vendor demand, piloted with real users.
Result
A build-ready package (business case, operating model, validated prototype and technical requirements) with a modeled $12–24M recurring annual savings path and 90% of vendor demand targeted through a single front door.
Enterprise Data & Controls

Governed data inside a global institution

Problem
Complex enterprise datasets drove capital, regulatory and risk reporting, but validation was inconsistent and bad data carried regulatory consequences.
Blueprint
We traced lineage and ownership across the reporting chain, then designed the control framework before any platform work began.
Result
Production data validation and governance running inside a global financial institution, with traceable ownership across the reporting chain.

Built by operators who
have done the work

Matt Gerard
Founding Partner

Matt Gerard leads technical execution at Outerland. Previously Director of Engineering and AI Strategy at BaseCap Analytics, he built the AI infrastructure and production systems that powered automated analysis and operational workflows inside regulated financial institutions. He was also part of the team through BaseCap's successful exit.

Earlier in his career, Matt worked at a cybersecurity startup that successfully exited, shaping his approach to building secure and reliable systems that operate in real production environments.

At Outerland, Matt translates client requirements into working prototypes and ensures systems operate the way organizations actually need them to.

AI InfrastructureTechnical ExecutionProduction SystemsPlatform Development

Operating model

Outerland operates as a senior advisory team supported by a network of experienced engineers and domain specialists who join engagements when specific expertise is required.

This model allows us to bring the right expertise to each engagement while keeping the core team small, senior, and focused on solving the problems that matter most.

Our extended network includes specialists in:
  • Enterprise data architecture
  • AI and machine learning engineering
  • Financial systems integration
  • Cybersecurity and infrastructure
  • Regulatory and controls advisory

Principles that guide us

01Problems that matter. We work on initiatives that materially improve operations and financial outcomes.
02Outcomes, not activity. We measure success by what ships, gets used, and keeps running after we leave.
03Prove it in production. We validate solutions with real users and real workflows before organizations scale them.
04People matter.Our work is built on trust, respect, and doing what's right for the people responsible for making things work.

If you're working on a transformation that needs to actually work, we should talk.

30-minute intro call. We'll quickly tell you if we're the right fit, and if not, point you in the right direction.

Start a Blueprint
hello@outerland.ai